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Merge pull request #15 from achamma723/bcpi
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[FEA]: First draft: Add BBI
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achamma723 authored Dec 29, 2023
2 parents 49f51e9 + 8fd6f92 commit 3ce6420
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Expand Up @@ -91,6 +91,18 @@ Application to source localization (MEG/EEG data):

* Chevalier, J. A., Gramfort, A., Salmon, J., & Thirion, B. (2020). __Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso__. In _Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS 2020)_, Vancouver, Canada.

Single/Group statistically validated importance using conditional permutations:

* Chamma, A., Thirion, B., & Engemann, D. (2024). __Variable importance in
high-dimensional settings requires grouping__. In _Proceedings of
the 38th Conference of the Association for the Advancement of Artificial
Intelligence(AAAI 2024)_, Vancouver, Canada.

* Chamma, A., Engemann, D., & Thirion, B. (2023). __Statistically Valid Variable
Importance Assessment through Conditional Permutations__. In _Proceedings of
the 37th Conference on Neural Information Processing Systems (NeurIPS 2023)_,
New Orleans, USA.

If you use our packages, we would appreciate citations to the relevant aforementioned papers.

#### Other useful references:
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